CN106094527B - 快速过程模型识别和生成 - Google Patents

快速过程模型识别和生成 Download PDF

Info

Publication number
CN106094527B
CN106094527B CN201610539816.0A CN201610539816A CN106094527B CN 106094527 B CN106094527 B CN 106094527B CN 201610539816 A CN201610539816 A CN 201610539816A CN 106094527 B CN106094527 B CN 106094527B
Authority
CN
China
Prior art keywords
variable
control
model
variation
ramp rate
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Active
Application number
CN201610539816.0A
Other languages
English (en)
Chinese (zh)
Other versions
CN106094527A (zh
Inventor
M·库格伦
G·K·麦克米伦
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Fisher Rosemount Systems Inc
Original Assignee
Fisher Rosemount Systems Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Fisher Rosemount Systems Inc filed Critical Fisher Rosemount Systems Inc
Publication of CN106094527A publication Critical patent/CN106094527A/zh
Application granted granted Critical
Publication of CN106094527B publication Critical patent/CN106094527B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B11/00Automatic controllers
    • G05B11/01Automatic controllers electric
    • G05B11/36Automatic controllers electric with provision for obtaining particular characteristics, e.g. proportional, integral, differential
    • G05B11/42Automatic controllers electric with provision for obtaining particular characteristics, e.g. proportional, integral, differential for obtaining a characteristic which is both proportional and time-dependent, e.g. P. I., P. I. D.
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/042Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B17/00Systems involving the use of models or simulators of said systems
    • G05B17/02Systems involving the use of models or simulators of said systems electric

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Feedback Control In General (AREA)
  • Testing And Monitoring For Control Systems (AREA)
CN201610539816.0A 2010-03-02 2011-03-02 快速过程模型识别和生成 Active CN106094527B (zh)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US30973710P 2010-03-02 2010-03-02
US61/309,737 2010-03-02
US12/960,432 US8756039B2 (en) 2010-03-02 2010-12-03 Rapid process model identification and generation
US12/960,432 2010-12-03
CN201110051830.3A CN102193500B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

Related Parent Applications (1)

Application Number Title Priority Date Filing Date
CN201110051830.3A Division CN102193500B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

Publications (2)

Publication Number Publication Date
CN106094527A CN106094527A (zh) 2016-11-09
CN106094527B true CN106094527B (zh) 2019-11-05

Family

ID=43881499

Family Applications (2)

Application Number Title Priority Date Filing Date
CN201610539816.0A Active CN106094527B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成
CN201110051830.3A Active CN102193500B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

Family Applications After (1)

Application Number Title Priority Date Filing Date
CN201110051830.3A Active CN102193500B (zh) 2010-03-02 2011-03-02 快速过程模型识别和生成

Country Status (5)

Country Link
US (1) US8756039B2 (enrdf_load_stackoverflow)
JP (2) JP5830251B2 (enrdf_load_stackoverflow)
CN (2) CN106094527B (enrdf_load_stackoverflow)
DE (1) DE102011012710A1 (enrdf_load_stackoverflow)
GB (2) GB2547137B (enrdf_load_stackoverflow)

Families Citing this family (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9447963B2 (en) 2010-08-16 2016-09-20 Emerson Process Management Power & Water Solutions, Inc. Dynamic tuning of dynamic matrix control of steam temperature
US9217565B2 (en) 2010-08-16 2015-12-22 Emerson Process Management Power & Water Solutions, Inc. Dynamic matrix control of steam temperature with prevention of saturated steam entry into superheater
US9335042B2 (en) 2010-08-16 2016-05-10 Emerson Process Management Power & Water Solutions, Inc. Steam temperature control using dynamic matrix control
US9163828B2 (en) 2011-10-31 2015-10-20 Emerson Process Management Power & Water Solutions, Inc. Model-based load demand control
US9311434B1 (en) * 2012-03-26 2016-04-12 The Mathworks, Inc. Ladder logic modeling and simulation
JP6216112B2 (ja) * 2012-11-30 2017-10-18 アズビル株式会社 多変数制御装置および方法
JP6157219B2 (ja) * 2013-05-29 2017-07-05 アズビル株式会社 制御装置および制御方法
JP6181023B2 (ja) * 2013-12-20 2017-08-16 株式会社神戸製鋼所 圧延機の板厚制御方法
JP6647931B2 (ja) * 2016-03-16 2020-02-14 株式会社Kelk 半導体ウェーハの温度制御装置、および半導体ウェーハの温度制御方法
US10969749B2 (en) 2017-08-22 2021-04-06 Honeywell Limited Application of model predictive control (MPC)-based forced ramping of process input variables and process output reference trajectory design over a prediction horizon for MPC-based paper machine grade change control
US11472115B2 (en) 2019-03-21 2022-10-18 General Electric Company In-situ monitoring system assisted material and parameter development for additive manufacturing
CN110806741B (zh) * 2019-11-19 2024-11-22 清华大学苏州汽车研究院(相城) 用于主动噪声控制器功能检测的自动化检测系统及方法
CN111413863B (zh) * 2020-03-27 2023-04-07 南京理工大学 一种基于3D打印喷头的粒子群模糊Smith温度控制方法
KR20230043971A (ko) * 2020-07-27 2023-03-31 와틀로 일렉트릭 매뉴팩츄어링 컴파니 시스템 제어 및 진단들을 개선하기 위해 중간 데이터를 사용하기 위한 시스템들 및 방법들
DE102020126355A1 (de) * 2020-10-08 2022-04-14 Krones Aktiengesellschaft Verfahren zum Betreiben einer Maschine in einer Verarbeitungsanlage für Behälter und Maschine zur Behandlung von Behältern

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5106055A (en) * 1990-11-08 1992-04-21 Phillips Edwin D Dynamic double action valve
CN1192813A (zh) * 1995-08-15 1998-09-09 罗斯蒙德公司 具有自动调节的现场基地过程控制系统
CN1276069A (zh) * 1997-10-15 2000-12-06 费希尔控制产品国际公司 用于过程控制网络的最佳自动调谐器
CN1357404A (zh) * 2001-09-28 2002-07-10 湖北宜化化工股份有限公司 同时提纯易吸附相和难吸附相的变压吸附气体分离方法
CN1438554A (zh) * 2002-02-07 2003-08-27 费舍-柔斯芒特系统股份有限公司 响应可变过程延迟的高级过程控制块的改进
CN1449511A (zh) * 2000-06-30 2003-10-15 陶氏化学公司 多变量矩阵处理控制
CN1490690A (zh) * 2002-09-11 2004-04-21 ����-��˹â��ϵͳ�ɷ����޹�˾ 在过程控制系统中的集成模型预测控制和最佳化
CN1598720A (zh) * 2003-06-05 2005-03-23 费舍-柔斯芒特系统股份有限公司 具有非线性预测性能的多输入/多输出控制块
CN101322083A (zh) * 2005-12-05 2008-12-10 费舍-柔斯芒特系统股份有限公司 利用并行过程仿真的多目标预测过程优化
CN101322086A (zh) * 2005-12-05 2008-12-10 费舍-柔斯芒特系统股份有限公司 用于过程设备的自诊断过程控制环路

Family Cites Families (25)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH0719165B2 (ja) * 1987-06-29 1995-03-06 横河電機株式会社 プロセス制御装置
US4959767A (en) * 1988-11-23 1990-09-25 Elsag International B.V. Parameter estimation technique for closed loop system
JPH0447303A (ja) * 1990-06-12 1992-02-17 Yokogawa Electric Corp プロセス同定装置
US5521095A (en) * 1992-02-10 1996-05-28 Queen's University At Kingston Temperature scanning reactor method
US5282130A (en) * 1992-05-20 1994-01-25 Elsag International B.V. Method and apparatus for obtaining process characteristics in a self-tuning controller
JPH0619506A (ja) * 1992-06-29 1994-01-28 Omron Corp 同定装置
US5568377A (en) * 1992-10-29 1996-10-22 Johnson Service Company Fast automatic tuning of a feedback controller
JPH0728503A (ja) * 1993-07-13 1995-01-31 Toshiba Corp システム設計支援ツール及びシステム設計支援方法
JP3312142B2 (ja) * 1995-01-19 2002-08-05 オムロン株式会社 調節計
US6466893B1 (en) * 1997-09-29 2002-10-15 Fisher Controls International, Inc. Statistical determination of estimates of process control loop parameters
US6751579B1 (en) * 1999-03-09 2004-06-15 Koninklijke Philips Electronics N.V. Method of scaling table based cell library timing models in order to take into account process, temperature and power supply
US7113834B2 (en) * 2000-06-20 2006-09-26 Fisher-Rosemount Systems, Inc. State based adaptive feedback feedforward PID controller
US6577908B1 (en) * 2000-06-20 2003-06-10 Fisher Rosemount Systems, Inc Adaptive feedback/feedforward PID controller
US7209793B2 (en) * 2000-07-12 2007-04-24 Aspen Technology, Inc. Automated closed loop step testing of process units
DE10362369B3 (de) 2002-09-11 2022-09-29 Fisher-Rosemount Systems, Inc. Integrierte Modell-Vorhersagesteuerung und -optimierung innerhalb eines Prozesssteuerungssystems
US7006900B2 (en) * 2002-11-14 2006-02-28 Asm International N.V. Hybrid cascade model-based predictive control system
US20050187643A1 (en) * 2004-02-19 2005-08-25 Pavilion Technologies, Inc. Parametric universal nonlinear dynamics approximator and use
JP4242182B2 (ja) * 2003-03-12 2009-03-18 本田技研工業株式会社 応答指定型制御を用いてプラントを制御する装置
US7242989B2 (en) * 2003-05-30 2007-07-10 Fisher-Rosemount Systems, Inc. Apparatus and method for batch property estimation
US6870345B1 (en) * 2003-09-26 2005-03-22 Texas Instruments Incorporated Servo loop PID compensator with embedded rate limit
US8073667B2 (en) * 2003-09-30 2011-12-06 Tokyo Electron Limited System and method for using first-principles simulation to control a semiconductor manufacturing process
DE102004058238B4 (de) 2003-12-03 2016-02-04 Fisher-Rosemount Systems, Inc. Adaptive, multivariable Prozesssteuerung, die Modellschaltung und Attribut-Interpolation nutzt
US7050880B2 (en) * 2003-12-30 2006-05-23 Sc Solutions Chemical-mechanical planarization controller
US7877154B2 (en) * 2005-09-30 2011-01-25 Fisher-Rosemount Systems, Inc. Method and system for controlling a batch process
US7653445B2 (en) * 2007-04-13 2010-01-26 Controlsoft, Inc. Apparatus and method for model-based control

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5106055A (en) * 1990-11-08 1992-04-21 Phillips Edwin D Dynamic double action valve
CN1192813A (zh) * 1995-08-15 1998-09-09 罗斯蒙德公司 具有自动调节的现场基地过程控制系统
CN1276069A (zh) * 1997-10-15 2000-12-06 费希尔控制产品国际公司 用于过程控制网络的最佳自动调谐器
CN1449511A (zh) * 2000-06-30 2003-10-15 陶氏化学公司 多变量矩阵处理控制
CN1357404A (zh) * 2001-09-28 2002-07-10 湖北宜化化工股份有限公司 同时提纯易吸附相和难吸附相的变压吸附气体分离方法
CN1438554A (zh) * 2002-02-07 2003-08-27 费舍-柔斯芒特系统股份有限公司 响应可变过程延迟的高级过程控制块的改进
CN1490690A (zh) * 2002-09-11 2004-04-21 ����-��˹â��ϵͳ�ɷ����޹�˾ 在过程控制系统中的集成模型预测控制和最佳化
CN1598720A (zh) * 2003-06-05 2005-03-23 费舍-柔斯芒特系统股份有限公司 具有非线性预测性能的多输入/多输出控制块
CN101322083A (zh) * 2005-12-05 2008-12-10 费舍-柔斯芒特系统股份有限公司 利用并行过程仿真的多目标预测过程优化
CN101322086A (zh) * 2005-12-05 2008-12-10 费舍-柔斯芒特系统股份有限公司 用于过程设备的自诊断过程控制环路

Also Published As

Publication number Publication date
CN106094527A (zh) 2016-11-09
GB201706494D0 (en) 2017-06-07
CN102193500A (zh) 2011-09-21
JP5830251B2 (ja) 2015-12-09
DE102011012710A1 (de) 2011-09-08
GB2478402A (en) 2011-09-07
US8756039B2 (en) 2014-06-17
JP2016028349A (ja) 2016-02-25
CN102193500B (zh) 2016-08-03
GB2547137B (en) 2018-02-14
GB201103055D0 (en) 2011-04-06
JP2011181069A (ja) 2011-09-15
GB2547137A (en) 2017-08-09
GB2478402B (en) 2018-02-14
US20110218782A1 (en) 2011-09-08

Similar Documents

Publication Publication Date Title
CN106094527B (zh) 快速过程模型识别和生成
CN102906650B (zh) 多阶段过程建模方法
Joseph et al. Predictive control of quality in a batch manufacturing process using artificial neural network models
CN101807048B (zh) 过程控制系统中的在线自适应模型预测控制
CN102841538B (zh) 用于控制分批过程的方法和系统
CN101196740B (zh) 集成于过程控制网络的分析服务器
CN112213994B (zh) 在过程工厂的控制系统内使用指导的预测仿真的实时控制
US6445962B1 (en) Auto-tuning in a distributed process control environment
CN100381956C (zh) 在过程控制系统中的集成模型预测控制和最佳化
CN1514318B (zh) 过程控制系统中的集成模型预测控制与优化
JP5933485B2 (ja) モデルベース制御技法におけるロバストなプロセスモデルの同定方法及びシステム
US6901300B2 (en) Adaptation of advanced process control blocks in response to variable process delay
Tucker et al. Algorithmic statistical process control: an elaboration
JP2001216003A (ja) プロセス制御システムにおける統合されたアドバンスド制御ブロック
CN102298319A (zh) 过程分析模型与实际过程运转的在线对齐
Zhou et al. A new type of recurrent fuzzy neural network for modeling dynamic systems
CN115427767B (zh) 用于过程工厂内数据驱动的故障检测的改进模式识别技术
JP2021073629A (ja) 非周期的に更新されるコントローラにおける速度に基づく制御、プロセスを制御する方法、プロセスコントローラ
US7242989B2 (en) Apparatus and method for batch property estimation
Cooper et al. Pattern-based adaptive process control
Quan et al. Real-time flow control system based on Siemens PLC
CN119620596B (zh) 一种氧化镉产线的物料进料控制方法、系统、设备及介质
Rietz et al. Implementation of a predictive modeling technique on a DCS
Zhu et al. Adaptive temperature control system for vertical heater based on PLC intelligent model conversion
Shaw Modeling Plants and Processes for Control Systems

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant